Make an efficient CUDA microbenchmark framework

[Red-Portal]

Make a efficient CUDA micro benchmark framework

The current workflow of writing/optimizing CUDA kernels is very difficult because there is no proper, consistent way of measuring the performance of kernels. A simple and consistent tool to measure and profile CUDA kernels is required.

Requirements

• Automatic measuring of FLOPS (probably using nvprof)
• Measuring of parallel scaling
• Simple, nutshell API
• Plotting the benchmark reports (probably using pyplot, gnuplot)

[Red-Portal]

working on this on a separate repository https://github.com/MGfoundation/mgbench